Run
513752

Run 513752

Task 3777 (Supervised Classification) balloon Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6932
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8132
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.457
Cross-validation details (10-fold Crossvalidation)
KB relative information score
966.8922
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1679
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3658
Cross-validation details (10-fold Crossvalidation)
Number of instances
2001
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8251
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8321
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7969
Cross-validation details (10-fold Crossvalidation)
Recall
0.8321
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.459
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4276
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4098
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9583
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.325
UserCPU time millis testing
0.09
UserCPU time millis training
8.235